te::rp::ClassifierISOSegStrategy::Pattern Class Reference

Describes a region or a cluster (group of regions with similar properties) to be used by ISOSeg method. More...

#include <ClassifierISOSegStrategy.h>

Public Member Functions
void	add (Pattern *p)
	Add a region inside a cluster. More...
double	getDistance (Pattern *p)
	Returns the Mahalanobis distance between two patterns. More...
bool	operator= (Pattern &rhs)
	Return true if two clusters are equal. More...
	Pattern ()
	Pattern (int i, double a, std::vector< double > mv, boost::numeric::ublas::matrix< double > cm)
	Constructor. More...
	Pattern (Pattern &rhs)
	Copy constructor. More...
	~Pattern ()

Public Attributes
double	m_area
	The area of all regions inside a pattern. More...
boost::numeric::ublas::matrix < double >	m_covarianceInversion
	The inversion of covariance matrix between bands. More...
boost::numeric::ublas::matrix < double >	m_covarianceMatrix
	The covariance matrix between bands. More...
int	m_id
	The id of the region of the pattern. More...
std::vector< double >	m_meanVector
	The vector of mean values, 1 value per band;. More...
Pattern *	m_myCluster
	The associated cluster of this pattern (optional). More...

Detailed Description

Describes a region or a cluster (group of regions with similar properties) to be used by ISOSeg method.

Definition at line 88 of file ClassifierISOSegStrategy.h.

Constructor & Destructor Documentation

te::rp::ClassifierISOSegStrategy::Pattern::Pattern

(

)

Definition at line 87 of file ClassifierISOSegStrategy.cpp.

te::rp::ClassifierISOSegStrategy::Pattern::Pattern	(	int	i,
		double	a,
		std::vector< double >	mv,
		boost::numeric::ublas::matrix< double >	cm
	)

Constructor.

Parameters

i	The id of the initial region.
a	The area of the region.
mv	The vector of mean values, 1 value per band.
cm	The covariance matrix between bands.

Definition at line 96 of file ClassifierISOSegStrategy.cpp.

References te::common::GetInverseMatrix(), m_covarianceInversion, and m_covarianceMatrix.

te::rp::ClassifierISOSegStrategy::Pattern::Pattern

(

Pattern &

rhs

)

Copy constructor.

Parameters

rhs	The right-hand-side copy that would be used to copy from.

Definition at line 108 of file ClassifierISOSegStrategy.cpp.

References m_covarianceInversion, m_covarianceMatrix, and m_meanVector.

te::rp::ClassifierISOSegStrategy::Pattern::~Pattern

(

)

Definition at line 120 of file ClassifierISOSegStrategy.cpp.

Member Function Documentation

void te::rp::ClassifierISOSegStrategy::Pattern::add

(

Pattern *

p

)

Add a region inside a cluster.

Parameters

p	The region to be added.

Definition at line 135 of file ClassifierISOSegStrategy.cpp.

References m_area, m_covarianceInversion, m_covarianceMatrix, m_meanVector, and m_myCluster.

double te::rp::ClassifierISOSegStrategy::Pattern::getDistance

(

Pattern *

p

)

Returns the Mahalanobis distance between two patterns.

Definition at line 161 of file ClassifierISOSegStrategy.cpp.

References m_meanVector.

bool te::rp::ClassifierISOSegStrategy::Pattern::operator=

(

Pattern &

rhs

)

Return true if two clusters are equal.

Definition at line 186 of file ClassifierISOSegStrategy.cpp.

References m_id, and m_myCluster.

Member Data Documentation

double te::rp::ClassifierISOSegStrategy::Pattern::m_area

The area of all regions inside a pattern.

Definition at line 128 of file ClassifierISOSegStrategy.h.

Referenced by add(), and te::rp::ClassifierISOSegStrategy::execute().

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_covarianceInversion

The inversion of covariance matrix between bands.

Definition at line 131 of file ClassifierISOSegStrategy.h.

Referenced by add(), and Pattern().

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_covarianceMatrix

The covariance matrix between bands.

Definition at line 130 of file ClassifierISOSegStrategy.h.

Referenced by add(), and Pattern().

int te::rp::ClassifierISOSegStrategy::Pattern::m_id

The id of the region of the pattern.

Definition at line 126 of file ClassifierISOSegStrategy.h.

Referenced by operator=().

std::vector<double> te::rp::ClassifierISOSegStrategy::Pattern::m_meanVector

The vector of mean values, 1 value per band;.

Definition at line 129 of file ClassifierISOSegStrategy.h.

Referenced by add(), getDistance(), and Pattern().

Pattern* te::rp::ClassifierISOSegStrategy::Pattern::m_myCluster

The associated cluster of this pattern (optional).

Definition at line 127 of file ClassifierISOSegStrategy.h.

Referenced by add(), te::rp::ClassifierISOSegStrategy::execute(), and operator=().

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The documentation for this class was generated from the following files:

• C:/TL5_2015_release/terralib5/src/terralib/rp/ClassifierISOSegStrategy.h
• C:/TL5_2015_release/terralib5/src/terralib/rp/ClassifierISOSegStrategy.cpp